Sandya Subramanian

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 18

Top Topics

Convex Formulation

Accelerometer Data

Activity Theory

Top Venues

IEEE Trans. Biomed. Eng.

Publications

Sandya Subramanian, David C. Kunkel, Linda Nguyen, Todd P. Coleman
Exploring the Gut-Brain Connection in Gastroparesis With Autonomic and Gastric Myoelectric Monitoring. IEEE Trans. Biomed. Eng. 70 (12) (2023)
Andrew Perley, Sandya Subramanian, Todd P. Coleman
A Convex Formulation of Point Process Heartbeat Dynamics using a Gamma Generalized Linear Model. BSN (2023)
Sandya Subramanian, David C. Kunkel, Todd P. Coleman
Exploring the aperiodic nature of parasympathetic activity during sleep in idiopathic gastroparesis. EMBC (2023)
Nalini M. Singh, Jordan B. Harrod, Sandya Subramanian, Mitchell Robinson, Ken Chang, Suheyla Cetin Karayumak, Adrian Vasile Dalca, Simon Eickhoff, Michael Fox, Loraine Franke, Polina Golland, Daniel Haehn, Juan Eugenio Iglesias, Lauren J. O'Donnell, Yangming Ou, Yogesh Rathi, Shan H. Siddiqi, Haoqi Sun, M. Brandon Westover, Susan L. Whitfield-Gabrieli, Randy L. Gollub
How Machine Learning is Powering Neuroimaging to Improve Brain Health. Neuroinformatics 20 (4) (2022)
Bryan Tseng, Sandya Subramanian, Riccardo Barbieri, Emery N. Brown
Tonic Electrodermal Activity is a Robust Marker of Psychological and Physiological Changes during Induction of Anesthesia. EMBC (2022)
Sandya Subramanian, Todd P. Coleman
Automated classification of sleep and wake from single day triaxial accelerometer data. EMBC (2022)
Sandya Subramanian, Patrick L. Purdon, Riccardo Barbieri, Emery N. Brown
A Model-Based Framework for Assessing the Physiologic Structure of Electrodermal Activity. IEEE Trans. Biomed. Eng. 68 (9) (2021)
Sandya Subramanian, Patrick L. Purdon, Riccardo Barbieri, Emery N. Brown
Elementary integrate-and-fire process underlies pulse amplitudes in Electrodermal activity. PLoS Comput. Biol. 17 (7) (2021)
Sandya Subramanian, Bryan Tseng, Riccardo Barbieri, Emery N. Brown
Unsupervised Machine Learning Methods for Artifact Removal in Electrodermal Activity. EMBC (2021)
Sandya Subramanian, Riccardo Barbieri, Patrick L. Purdon, Emery N. Brown
Detecting Loss and Regain of Consciousness during Propofol Anesthesia using Multimodal Indices of Autonomic State. EMBC (2020)
Sandya Subramanian, Emery N. Brown, Riccardo Barbieri
Multimodal vs Unimodal Estimation of Sympathetic-Driven Arousal States. CinC (2020)
Andrew H. Song, Leon Chlon, Hugo Soulat, John Tauber, Sandya Subramanian, Demba E. Ba, Michael J. Prerau
Multitaper Infinite Hidden Markov Model for EEG. EMBC (2019)
Sandya Subramanian, Riccardo Barbieri, Emery N. Brown
A Systematic Method for Preprocessing and Analyzing Electrodermal Activity. EMBC (2019)
Leon Chlon, Andrew H. Song, Sandya Subramanian, Hugo Soulat, John Tauber, Demba E. Ba, Michael J. Prerau
Multitaper Spectral Estimation HDP-HMMs for EEG Sleep Inference. CoRR (2018)
Sandya Subramanian, Riccardo Barbieri, Emery N. Brown
A Point Process Characterization Of Electrodermal Activity. EMBC (2018)
Sandya Subramanian, Shubham Chamadia, Sourish Chakravarty
Arousal Detection in Obstructive Sleep Apnea using Physiology-Driven Features. CinC (2018)
Pierre Sacré, Matthew S. D. Kerr, Sandya Subramanian, Kevin Kahn, Jorge Gonzalez-Martinez, Matthew A. Johnson, Sridevi V. Sarma, John T. Gale
The precuneus may encode irrationality in human gambling. EMBC (2016)
Pierre Sacré, Matthew S. D. Kerr, Sandya Subramanian, Kevin Kahn, Jorge Gonzalez-Martinez, Matthew A. Johnson, John T. Gale, Sridevi V. Sarma
Winning versus losing during gambling and its neural correlates. CISS (2016)
Stephanie Hao, Sandya Subramanian, Austin Jordan, Sabato Santaniello, Robert Yaffe, Christophe C. Jouny, Gregory K. Bergey, William S. Anderson, Sridevi V. Sarma
Computing network-based features from intracranial EEG time series data: Application to seizure focus localization. EMBC (2014)